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The Posit Blog - Stories from Our Data Science Community

Stay informed with the latest in Posit products, R, Python, and analytics. Learn from experts, explore our community, and keep up with events.

A group of six smiling professionals posing together at a conference booth. They are standing in front of a backdrop that reads "The future of pharma is open source" with the Posit and RStudio logos. The group is dressed in business casual attire and wearing conference lanyards. The setting is an indoor event space with industrial ceilings and grey carpeting.

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A guide to actuarial techniques in R and Python

The vitals package delivers a dedicated framework for measuring how well Large Language Models...

An illustration shows a friendly cartoon bear dressed as a pediatrician, wearing a teal scrub top and cap, and holding a stethoscope. The bear is inside a hexagon-shaped emblem with a red dashed outline. Behind the bear are red lines representing a heartbeat. Below the bear, the word "vitals" is written in black lowercase letters on a white banner. The entire emblem is set against a teal background with subtle, light gray, vertical lines in the lower portion, resembling a sound wave or data visualization.

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Which AI model writes the best R code?

The vitals package delivers a dedicated framework for measuring how well Large Language Models...

How to build a Streamlit app in Positron

Commercial enterprise offerings

Building interactive data dashboards with Streamlit in Positron

Discover how Positron's integrated development environment transforms how you build and deploy Streamlit applications.

Commercial enterprise offerings

Which AI model writes the best Pandas code?

The vitals package delivers a dedicated framework for measuring how well Large Language Models...

A white stylized serpent or "S" curve with a circular head and dot for an eye, is centered on a dark blue circle. Behind the circle is a dark blue background with lighter blue vertical lines of varying heights, resembling an audio waveform.

Commercial enterprise offerings

Introducing Orbital for converting Scikit-learn pipelines into SQL queries

Orbital is a new library that converts Scikit-learn pipelines into SQL queries, enabling machine...

Commercial enterprise offerings

How to use natural language data science with RStudio and Amazon SageMaker

Integrate Amazon Bedrock LLMs into RStudio on SageMaker using the gander package to enhance...

A dual-pane screenshot displays two separate code editors. The left editor, in a dark theme, shows Python code with data manipulation operations, including variable assignment and data loading. Below the code is a data preview table. The right editor, in a light theme, displays a section titled "Step 7: Massive Scale Inference" with Python code primarily focused on data loading and processing using libraries like pandas. Both editors show line numbers and scrollbars, indicating longer code files.

Commercial enterprise offerings

Deploying Scikit-Learn Models for In-Database Scoring with Snowflake

Deploy Scikit-learn models directly within Snowflake with Orbital for efficient and secure in-database scoring.

Commercial enterprise offerings

Posit @ PyCon US 2025: Try Our Demo Labs!

Explore Quarto, Shiny, Positron, and more with our demo labs from PyCon US.

A laptop screen displays a data analysis dashboard. On the left, a text box asks, "Show me the top three runners who won bronze buckles each year." Below it, an illustration depicts a runner. The main part of the screen shows a table of "Western States Endurance Run (WSER) Data" with columns like year, overall place, time, bib, name, last name, gender, age, city, state, country, and olympic valley time. The table is filtered to show specific results, and a query box below reads, "I've filtered the dashboard

Commercial enterprise offerings

Trail Running Meets Data Science: Adventures with LLMs and Race Stats

Drew Coughlin demonstrates how the querychat package can create an LLM-powered dashboard that allows...

The Posit Blog - Stories from Our Data Science Community

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